Quantum Recurrent Neural Networks: Predicting the Dynamics of Oscillatory and Chaotic Systems
In this study, we investigate Quantum Long Short-Term Memory and Quantum Gated Recurrent Unit integrated with Variational Quantum Circuits in modeling complex dynamical systems, including the Van der Pol oscillator, coupled oscillators, and the Lorenz system. We implement these advanced quantum mach...
Furkejuvvon:
| Váldodahkkit: | , |
|---|---|
| Materiálatiipa: | Artigo |
| Giella: | Inglês |
| Almmustuhtton: |
MDPI AG
2024-04-01
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| Ráidu: | Algorithms |
| Fáttát: | |
| Liŋkkat: | https://www.mdpi.com/1999-4893/17/4/163 |
| Fáddágilkorat: |
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